Central Ops Bot vs Team-owned Workflows
Ownership beats a mega-bot nobody understands.
Articles
Published work from this author.
Rules Engines vs LLM Steps
Use LLMs for language; rules for money paths.
Shadow Mode vs Live Cutover
Shadow until error rates beat baseline.
Human-gated vs Fully Autonomous AI
Start gated; earn autonomy with metrics.
Perplexity for Automation Research: Review
Useful while researching vendors and patterns
Gemini for Ops Triage Drafts: Review
Handy for triage drafts in Google-centric stacks
GitHub Copilot for Automation Scripts: Review
Speeds script authoring; still needs review
Notion AI for Automation Runbooks: Review
Best when SOPs already live in Notion
Claude for Ops Summaries: Review
Strong long-context summarization for run logs
ChatGPT for Workflow Automation: Review
Flexible drafting node in human-gated flows